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1. 2026-08

Analysis of Autonomous Vehicle Crash Mechanisms: Exploring with Machine Learning and Association Rules

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 8, pp 839-864

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2. 2026-08

Optimization of a Mixed Fleet of Aerial Drones for Medical Supplies: A Case Study of Blood Delivery Logistics

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 8, pp 455-481

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3. 2026-08

Attention-Assisted Dense Gated Convolutional Network: License-Plate Classification Using Deep-Learning-Based Effective Feature-Extraction Module

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 8, pp 1-20

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4. 2026-08

Artificial Intelligence in Public Urban Transport: Insights and Emerging Trends

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 8, pp 139-157

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5. 2026-08

Exploring and Evaluating Deep Learning Techniques for Traffic Prediction in Urban Environments

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 8, pp 220-245

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6. 2026-07

Comparison of Machine Learning Approaches for Classifying and Evaluating Freeway Guide Signs

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 7, pp 599-619

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7. 2026-07

Probabilistic Deep Learning for Traffic Density Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 7, pp 711-730

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8. 2026-07

Transferable Traffic State Forecasting Using Meta-Learning with a Multi-Dimensional Spatio-Temporal Graph Attention Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 7, pp 769-789

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9. 2026-07

Traffic Accident Risk Prediction via Hierarchical Spatial-Temporal Convolutional Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 7, pp 88-103

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10. 2026-07

Graph Attention Networks for 15-Min Traffic Volume Estimation on Urban Freeways Using Connected Vehicle Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 7, pp 417-433

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11. 2026-06

Analyzing Crash Severity in Texas Piney Woods Rural Areas Using Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 6, pp 326-337

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12. 2026-06

Comparative Evaluation of Machine Learning Models for Pavement Roughness Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 6, pp 506-524

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13. 2026-06

Real-Time Risk Lane-Change Intention Recognition Prediction at Freeway Exit Ramps

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 6, pp 469-491

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14. 2026-06

Cycle-Based Traffic Flow Prediction of Signalized Urban Road Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 6, pp 663-680

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15. 2026-06

Generative Artificial Intelligence for Class Imbalance in Crash Severity Estimation with Mixed Data Types

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 6, pp 646-662

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16. 2026-06

Exploring Green Travel Influences on Social Media Using Sina Weibo Data and Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 6, pp 237-252

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17. 2026-06

Resilience-Driven Car-Following Risk Evolution Analysis Using an Explainable Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 6, pp 253-276

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18. 2026-05

Self-Supervised State-Space Model for Real-Time Traffic Accident Forecasting Using eKAN Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 481-503

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19. 2026-05

Prediction of Nonlinear Moisture Profile in Pavement Unbound Layers Using a Machine Learning-Based Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 646-659

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20. 2026-05

Enhancing Right-Turn Safety at Intersections: AI-Based Intelligent System Development and Driving Simulator Testing

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 177-190

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21. 2026-05

Impact of Environmental Concern and Awareness on Passengers’ Intentions to Participate in Carbon Offset Schemes in Aviation: The Mediating Role of Attitude

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 533-549

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22. 2026-04

NCHRP Research Report 1152: Leveraging AI and Big Data to Enhance Safety Analysis

TR News, Issue 357

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23. 2026-04

Data and AI for Transportation: Insights from TRB’s 2025 DATA Conference

TR News, Issue 357

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24. 2026-04

Retrieval Augmented Generation-Based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 454-472

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25. 2026-04

Pavement Cracking Prediction Models Based on Deep Learning Physics-Informed Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 241-260

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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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